Here we not building the CNN model from the scratch,rather we are using pretrained model(already trained on huge dataset).¶
So I have imported the model and configured it according to requirements¶
Here I am using the Resnet50 CNN model(this model is trained on imagenet with more than millions of images)¶
  • Resnet50 model can classify images in thousands different objects-i.e it extracts features from the images ##### Here resnet50 model will extract 2400 objects from each image in the fashion project dataset and once we have extracted the featues we have to identify similar images based on the input image features ##### Now the features will be feeded to the nearestneighbors alogrithm
  • here based upon the features of the 44 images distance will be calculated.To identify the similar product image will be considering the nearest image feature based upon the euclidian distance

Import Libraries¶

In [1]:
import numpy as np
import pickle as pkl
import tensorflow as tf
from tensorflow.keras.applications.resnet50 import ResNet50,preprocess_input
from tensorflow.keras.preprocessing import image
from tensorflow.keras.layers import GlobalMaxPool2D

from sklearn.neighbors import NearestNeighbors
import os #to import the images names from image folder
from numpy.linalg import norm

Extract filenames from Folder¶

In [2]:
path='E:/FTE/Projects/DL/Fashion/images'
filenames = []
for file in os.listdir(path):
    filenames.append(os.path.join(path,file))
In [3]:
len(filenames)
Out[3]:
44441

Importing ResNet50 Model and Configuration¶

  • resnet50 model is trained based on the imagenet dataset
  • include_top=False --here we are excluding one layer(top layer) from resnet50
  • when we give the image into the model we treat it as 3D array of RGB
  • since we are not including the top layer so we are replacing it with globalmaxpool2D layer
In [4]:
model= ResNet50(weights='imagenet',include_top=False, input_shape=(224,224,3))
model.trainable =False  #we are not training the model as we are using pretrained model

model=tf.keras.models.Sequential([model,GlobalMaxPool2D()])
model.summary()
Model: "sequential"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓
┃ Layer (type)                         ┃ Output Shape                ┃         Param # ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
│ resnet50 (Functional)                │ (None, 7, 7, 2048)          │      23,587,712 │
├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤
│ global_max_pooling2d                 │ (None, 2048)                │               0 │
│ (GlobalMaxPooling2D)                 │                             │                 │
└──────────────────────────────────────┴─────────────────────────────┴─────────────────┘
 Total params: 23,587,712 (89.98 MB)
 Trainable params: 0 (0.00 B)
 Non-trainable params: 23,587,712 (89.98 MB)

*Note¶

  • Here we can see that we used globalmaxpooling2d layer it converted the 4D array to 2D array

Extract 2048 features from the images¶

  • we will use preprocessing from tensorflow.keras to extract the image
  • in target size the image will be converted in 224 224 pixels and then convert the image into array
In [5]:
img=image.load_img('54656.jpg',target_size=(224,224))
img_array= image.img_to_array(img)
img_array
Out[5]:
array([[[255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.],
        ...,
        [255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.]],

       [[255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.],
        ...,
        [255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.]],

       [[255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.],
        ...,
        [255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.]],

       ...,

       [[255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.],
        ...,
        [255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.]],

       [[255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.],
        ...,
        [255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.]],

       [[255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.],
        ...,
        [255., 255., 255.],
        [255., 255., 255.],
        [255., 255., 255.]]], dtype=float32)
In [6]:
img_array.shape
Out[6]:
(224, 224, 3)
  • Our resnet50 model got trained on batches of images so it is expecting batches of images to extract features so here we are giving only one input
  • So we need to reshape our image array using a feature called dimension array present in numpy
In [7]:
img_expand_dim=np.expand_dims(img_array,axis=0)
img_expand_dim.shape
Out[7]:
(1, 224, 224, 3)
  • Converted from 3D to 4D array which is ready to be fitted into the model
  • But we cannot directly load this into the model,firstly we have to apply preprocess_input before feeding into the model(Resnet50)
  • preprocess_input will convert the image data from RGB to BRG
In [8]:
img_preprocess= preprocess_input(img_expand_dim)
#now we have to fit it to the model and make prediction
result=model.predict(img_preprocess).flatten()   ##flatten()--returns array in 1D from 2D
result
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Out[8]:
array([0.8230597, 7.3155756, 3.181357 , ..., 0.       , 8.227653 ,
       1.2007859], dtype=float32)
  • Here the model has extracted the 2048 features from the image
  • We need to scale the array that we got.Use norm features from numpy to do this
  • Norm--scale the values between 0 and 1
In [9]:
norm_result=result/norm(result)
norm_result
Out[9]:
array([0.0024294 , 0.02159317, 0.00939032, ..., 0.        , 0.02428532,
       0.00354432], dtype=float32)
  • We have extracted the features for only 1 image now we have to extract for entire image
In [10]:
def extract_features_from_images(image_path, model):   
    img=image.load_img(image_path,target_size=(224,224)) 
    img_array= image.img_to_array(img)
    img_array
    img_expand_dim=np.expand_dims(img_array,axis=0)
    img_preprocess= preprocess_input(img_expand_dim)
    result=model.predict(img_preprocess).flatten()
    norm_result=result/norm(result)
    return norm_result
    
  • it will take image_path as input
  • it will take image_path instead of passsing a singele image as static path
  • Now we take the input from the original dataset
In [11]:
extract_features_from_images(filenames[0],model)
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 200ms/step
Out[11]:
array([0.        , 0.01761617, 0.00171604, ..., 0.01247241, 0.02726403,
       0.06899223], dtype=float32)
  • we have extracted the features for a single image now extract the features for all images
  • Store the features in image_features by appending and passing the image path(file) and model
  • we can use tqdm module to track the progress of the loop
In [12]:
from tqdm import tqdm
In [14]:
image_features=[]
for file in tqdm(filenames[0:22000]):
    image_features.append(extract_features_from_images(file,model))
image_features
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  9%|██████▍                                                                    | 1895/22000 [06:54<1:08:28,  4.89it/s]
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  9%|██████▍                                                                    | 1896/22000 [06:54<1:11:13,  4.70it/s]
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  9%|██████▍                                                                    | 1897/22000 [06:54<1:09:56,  4.79it/s]
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  9%|██████▍                                                                    | 1899/22000 [06:54<1:10:39,  4.74it/s]
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  9%|██████▍                                                                    | 1900/22000 [06:55<1:09:36,  4.81it/s]
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  9%|██████▍                                                                    | 1901/22000 [06:55<1:08:50,  4.87it/s]
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  9%|██████▍                                                                    | 1902/22000 [06:55<1:09:53,  4.79it/s]
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  9%|██████▍                                                                    | 1903/22000 [06:55<1:10:37,  4.74it/s]
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  9%|██████▍                                                                    | 1904/22000 [06:55<1:09:35,  4.81it/s]
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  9%|██████▌                                                                    | 1907/22000 [06:56<1:11:14,  4.70it/s]
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  9%|██████▌                                                                    | 1908/22000 [06:56<1:09:58,  4.79it/s]
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  9%|██████▌                                                                    | 1909/22000 [06:56<1:08:13,  4.91it/s]
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  9%|██████▌                                                                    | 1910/22000 [06:57<1:07:14,  4.98it/s]
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  9%|██████▌                                                                    | 1911/22000 [06:57<1:07:11,  4.98it/s]
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  9%|██████▌                                                                    | 1912/22000 [06:57<1:08:42,  4.87it/s]
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  9%|██████▌                                                                    | 1913/22000 [06:57<1:07:08,  4.99it/s]
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  9%|██████▌                                                                    | 1914/22000 [06:57<1:10:21,  4.76it/s]
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  9%|██████▌                                                                    | 1915/22000 [06:58<1:10:55,  4.72it/s]
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  9%|██████▌                                                                    | 1916/22000 [06:58<1:09:46,  4.80it/s]
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  9%|██████▌                                                                    | 1917/22000 [06:58<1:08:58,  4.85it/s]
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  9%|██████▌                                                                    | 1918/22000 [06:58<1:11:32,  4.68it/s]
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  9%|██████▌                                                                    | 1919/22000 [06:59<1:11:48,  4.66it/s]
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  9%|██████▌                                                                    | 1920/22000 [06:59<1:10:22,  4.76it/s]
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  9%|██████▌                                                                    | 1921/22000 [06:59<1:07:49,  4.93it/s]
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  9%|██████▌                                                                    | 1922/22000 [06:59<1:12:55,  4.59it/s]
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  9%|██████▌                                                                    | 1923/22000 [06:59<1:11:09,  4.70it/s]
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  9%|██████▌                                                                    | 1924/22000 [07:00<1:09:54,  4.79it/s]
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  9%|██████▌                                                                    | 1925/22000 [07:00<1:09:01,  4.85it/s]
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  9%|██████▌                                                                    | 1926/22000 [07:00<1:09:59,  4.78it/s]
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  9%|██████▌                                                                    | 1927/22000 [07:00<1:10:40,  4.73it/s]
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  9%|██████▌                                                                    | 1928/22000 [07:00<1:09:35,  4.81it/s]
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  9%|██████▌                                                                    | 1929/22000 [07:01<1:08:46,  4.86it/s]
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  9%|██████▌                                                                    | 1930/22000 [07:01<1:11:24,  4.68it/s]
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  9%|██████▌                                                                    | 1931/22000 [07:01<1:12:17,  4.63it/s]
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  9%|██████▌                                                                    | 1932/22000 [07:01<1:10:42,  4.73it/s]
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  9%|██████▌                                                                    | 1933/22000 [07:02<1:15:53,  4.41it/s]
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  9%|██████▌                                                                    | 1934/22000 [07:02<1:14:49,  4.47it/s]
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  9%|██████▌                                                                    | 1935/22000 [07:02<1:12:27,  4.62it/s]
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  9%|██████▌                                                                    | 1936/22000 [07:02<1:10:50,  4.72it/s]
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  9%|██████▌                                                                    | 1937/22000 [07:02<1:11:55,  4.65it/s]
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  9%|██████▌                                                                    | 1938/22000 [07:03<1:12:00,  4.64it/s]
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  9%|██████▌                                                                    | 1939/22000 [07:03<1:10:29,  4.74it/s]
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  9%|██████▌                                                                    | 1940/22000 [07:03<1:12:34,  4.61it/s]
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  9%|██████▌                                                                    | 1941/22000 [07:03<1:10:55,  4.71it/s]
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  9%|██████▌                                                                    | 1942/22000 [07:03<1:09:42,  4.80it/s]
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  9%|██████▌                                                                    | 1943/22000 [07:04<1:08:54,  4.85it/s]
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  9%|██████▋                                                                    | 1944/22000 [07:04<1:13:37,  4.54it/s]
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  9%|██████▋                                                                    | 1945/22000 [07:04<1:11:36,  4.67it/s]
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  9%|██████▋                                                                    | 1946/22000 [07:04<1:09:34,  4.80it/s]
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  9%|██████▋                                                                    | 1947/22000 [07:05<1:14:10,  4.51it/s]
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  9%|██████▋                                                                    | 1948/22000 [07:05<1:13:35,  4.54it/s]
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  9%|██████▋                                                                    | 1949/22000 [07:05<1:11:37,  4.67it/s]
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  9%|██████▋                                                                    | 1950/22000 [07:05<1:11:47,  4.65it/s]
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  9%|██████▋                                                                    | 1951/22000 [07:05<1:08:45,  4.86it/s]
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  9%|██████▋                                                                    | 1952/22000 [07:06<1:13:33,  4.54it/s]
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  9%|██████▋                                                                    | 1953/22000 [07:06<1:11:34,  4.67it/s]
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  9%|██████▋                                                                    | 1954/22000 [07:06<1:10:11,  4.76it/s]
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  9%|██████▋                                                                    | 1955/22000 [07:06<1:09:12,  4.83it/s]
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  9%|██████▋                                                                    | 1956/22000 [07:06<1:10:42,  4.72it/s]
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  9%|██████▋                                                                    | 1957/22000 [07:07<1:08:55,  4.85it/s]
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  9%|██████▋                                                                    | 1958/22000 [07:07<1:08:19,  4.89it/s]
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  9%|██████▋                                                                    | 1959/22000 [07:07<1:11:03,  4.70it/s]
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  9%|██████▋                                                                    | 1960/22000 [07:07<1:11:22,  4.68it/s]
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  9%|██████▋                                                                    | 1961/22000 [07:07<1:10:02,  4.77it/s]
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  9%|██████▋                                                                    | 1962/22000 [07:08<1:09:07,  4.83it/s]
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  9%|██████▋                                                                    | 1963/22000 [07:08<1:12:14,  4.62it/s]
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  9%|██████▋                                                                    | 1964/22000 [07:08<1:12:42,  4.59it/s]
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  9%|██████▋                                                                    | 1965/22000 [07:08<1:10:23,  4.74it/s]
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  9%|██████▋                                                                    | 1966/22000 [07:09<1:14:02,  4.51it/s]
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  9%|██████▋                                                                    | 1967/22000 [07:09<1:11:54,  4.64it/s]
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  9%|██████▋                                                                    | 1968/22000 [07:09<1:10:49,  4.71it/s]
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  9%|██████▋                                                                    | 1969/22000 [07:09<1:09:12,  4.82it/s]
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  9%|██████▋                                                                    | 1970/22000 [07:09<1:12:16,  4.62it/s]
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  9%|██████▋                                                                    | 1971/22000 [07:10<1:12:12,  4.62it/s]
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  9%|██████▋                                                                    | 1972/22000 [07:10<1:10:37,  4.73it/s]
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  9%|██████▋                                                                    | 1973/22000 [07:10<1:09:28,  4.80it/s]
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  9%|██████▋                                                                    | 1974/22000 [07:10<1:11:50,  4.65it/s]
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  9%|██████▋                                                                    | 1975/22000 [07:10<1:11:54,  4.64it/s]
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  9%|██████▋                                                                    | 1976/22000 [07:11<1:10:25,  4.74it/s]
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  9%|██████▋                                                                    | 1977/22000 [07:11<1:08:19,  4.88it/s]
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  9%|██████▋                                                                    | 1978/22000 [07:11<1:11:08,  4.69it/s]
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  9%|██████▋                                                                    | 1979/22000 [07:11<1:11:23,  4.67it/s]
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  9%|██████▊                                                                    | 1980/22000 [07:12<1:10:02,  4.76it/s]
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  9%|██████▊                                                                    | 1981/22000 [07:12<1:09:06,  4.83it/s]
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  9%|██████▊                                                                    | 1982/22000 [07:12<1:11:33,  4.66it/s]
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  9%|██████▊                                                                    | 1983/22000 [07:12<1:10:11,  4.75it/s]
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  9%|██████▊                                                                    | 1984/22000 [07:12<1:09:11,  4.82it/s]
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  9%|██████▊                                                                    | 1985/22000 [07:13<1:08:28,  4.87it/s]
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  9%|██████▊                                                                    | 1986/22000 [07:13<1:11:05,  4.69it/s]
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  9%|██████▊                                                                    | 1987/22000 [07:13<1:12:01,  4.63it/s]
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  9%|██████▊                                                                    | 1988/22000 [07:13<1:10:27,  4.73it/s]
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  9%|██████▊                                                                    | 1989/22000 [07:13<1:14:05,  4.50it/s]
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  9%|██████▊                                                                    | 1990/22000 [07:14<1:13:27,  4.54it/s]
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  9%|██████▊                                                                    | 1991/22000 [07:14<1:11:29,  4.66it/s]
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  9%|██████▊                                                                    | 1992/22000 [07:14<1:10:04,  4.76it/s]
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  9%|██████▊                                                                    | 1993/22000 [07:14<1:12:55,  4.57it/s]
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  9%|██████▊                                                                    | 1994/22000 [07:15<1:12:37,  4.59it/s]
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  9%|██████▊                                                                    | 1995/22000 [07:15<1:10:53,  4.70it/s]
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  9%|██████▊                                                                    | 1996/22000 [07:15<1:09:40,  4.78it/s]
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  9%|██████▊                                                                    | 1997/22000 [07:15<1:10:22,  4.74it/s]
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  9%|██████▊                                                                    | 1998/22000 [07:15<1:09:16,  4.81it/s]
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  9%|██████▊                                                                    | 1999/22000 [07:16<1:08:31,  4.86it/s]
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  9%|██████▊                                                                    | 2001/22000 [07:16<1:10:54,  4.70it/s]
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  9%|██████▊                                                                    | 2002/22000 [07:16<1:09:39,  4.79it/s]
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  9%|██████▊                                                                    | 2003/22000 [07:16<1:08:48,  4.84it/s]
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  9%|██████▊                                                                    | 2004/22000 [07:17<1:10:25,  4.73it/s]
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  9%|██████▊                                                                    | 2005/22000 [07:17<1:09:19,  4.81it/s]
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  9%|██████▊                                                                    | 2006/22000 [07:17<1:07:54,  4.91it/s]
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  9%|██████▊                                                                    | 2007/22000 [07:17<1:09:49,  4.77it/s]
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  9%|██████▊                                                                    | 2008/22000 [07:17<1:08:54,  4.84it/s]
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  9%|██████▊                                                                    | 2009/22000 [07:18<1:08:16,  4.88it/s]
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  9%|██████▊                                                                    | 2010/22000 [07:18<1:10:56,  4.70it/s]
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  9%|██████▊                                                                    | 2011/22000 [07:18<1:11:15,  4.67it/s]
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  9%|██████▊                                                                    | 2012/22000 [07:18<1:11:28,  4.66it/s]
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  9%|██████▊                                                                    | 2013/22000 [07:19<1:13:52,  4.51it/s]
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  9%|██████▊                                                                    | 2014/22000 [07:19<1:11:44,  4.64it/s]
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  9%|██████▊                                                                    | 2015/22000 [07:19<1:10:16,  4.74it/s]
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  9%|██████▊                                                                    | 2016/22000 [07:19<1:12:17,  4.61it/s]
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  9%|██████▉                                                                    | 2017/22000 [07:19<1:10:38,  4.72it/s]
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  9%|██████▉                                                                    | 2018/22000 [07:20<1:09:28,  4.79it/s]
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  9%|██████▉                                                                    | 2019/22000 [07:20<1:08:38,  4.85it/s]
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  9%|██████▉                                                                    | 2020/22000 [07:20<1:11:10,  4.68it/s]
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  9%|██████▉                                                                    | 2021/22000 [07:20<1:09:49,  4.77it/s]
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  9%|██████▉                                                                    | 2022/22000 [07:20<1:08:54,  4.83it/s]
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  9%|██████▉                                                                    | 2030/22000 [07:22<1:11:07,  4.68it/s]
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 89%|█████████████████████████████████████████████████████████████████▉        | 19597/22000 [1:11:57<05:18,  7.55it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19598/22000 [1:11:57<05:20,  7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19599/22000 [1:11:57<05:24,  7.40it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19600/22000 [1:11:57<05:23,  7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19601/22000 [1:11:57<05:19,  7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19602/22000 [1:11:57<05:24,  7.40it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19603/22000 [1:11:57<05:15,  7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19604/22000 [1:11:58<05:15,  7.60it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19605/22000 [1:11:58<05:08,  7.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19606/22000 [1:11:58<05:10,  7.72it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19607/22000 [1:11:58<05:15,  7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19608/22000 [1:11:58<05:27,  7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19609/22000 [1:11:58<05:25,  7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19610/22000 [1:11:58<05:34,  7.14it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19611/22000 [1:11:58<05:30,  7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19612/22000 [1:11:59<05:25,  7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19613/22000 [1:11:59<05:24,  7.37it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19614/22000 [1:11:59<05:21,  7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19615/22000 [1:11:59<05:18,  7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19616/22000 [1:11:59<05:17,  7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19617/22000 [1:11:59<05:21,  7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19618/22000 [1:11:59<05:20,  7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19619/22000 [1:12:00<05:19,  7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19620/22000 [1:12:00<05:17,  7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
 89%|█████████████████████████████████████████████████████████████████▉        | 19621/22000 [1:12:00<05:16,  7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19622/22000 [1:12:00<05:13,  7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 75ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19623/22000 [1:12:00<05:19,  7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19624/22000 [1:12:00<05:24,  7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19625/22000 [1:12:00<05:14,  7.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19626/22000 [1:12:00<05:27,  7.26it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19627/22000 [1:12:01<05:27,  7.24it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19628/22000 [1:12:01<05:22,  7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19629/22000 [1:12:01<05:25,  7.28it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19630/22000 [1:12:01<05:19,  7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19631/22000 [1:12:01<05:13,  7.56it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19632/22000 [1:12:01<05:20,  7.39it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19633/22000 [1:12:01<05:24,  7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19634/22000 [1:12:02<05:14,  7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19635/22000 [1:12:02<05:35,  7.05it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19636/22000 [1:12:02<05:21,  7.35it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19637/22000 [1:12:02<05:21,  7.35it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19638/22000 [1:12:02<05:21,  7.35it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19639/22000 [1:12:02<05:16,  7.46it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19640/22000 [1:12:02<05:03,  7.78it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19641/22000 [1:12:02<05:01,  7.82it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19642/22000 [1:12:03<05:11,  7.57it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19643/22000 [1:12:03<05:13,  7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19644/22000 [1:12:03<05:13,  7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19645/22000 [1:12:03<05:02,  7.79it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19646/22000 [1:12:03<05:05,  7.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19647/22000 [1:12:03<05:17,  7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19648/22000 [1:12:03<05:19,  7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19649/22000 [1:12:04<05:16,  7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19650/22000 [1:12:04<05:14,  7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19651/22000 [1:12:04<05:12,  7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19652/22000 [1:12:04<05:13,  7.49it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 76ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19653/22000 [1:12:04<05:13,  7.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19654/22000 [1:12:04<05:12,  7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19655/22000 [1:12:04<05:18,  7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19656/22000 [1:12:05<05:30,  7.09it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19657/22000 [1:12:05<05:21,  7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
 89%|██████████████████████████████████████████████████████████████████        | 19658/22000 [1:12:05<05:17,  7.38it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
 89%|██████████████████████████████████████████████████████████████████▏       | 19659/22000 [1:12:05<05:16,  7.39it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
 89%|██████████████████████████████████████████████████████████████████▏       | 19661/22000 [1:12:05<05:13,  7.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 142ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 76ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 76ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 99ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
 90%|██████████████████████████████████████████████████████████████████▋       | 19841/22000 [1:12:30<05:12,  6.90it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
 90%|██████████████████████████████████████████████████████████████████▊       | 19851/22000 [1:12:31<04:49,  7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 70ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 77ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 99ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 106ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 110ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 133ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 105ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
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Out[14]:
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 array([0.0000000e+00, 1.3095031e-02, 5.6721605e-03, ..., 9.0755755e-05,
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 array([0.01043567, 0.0432736 , 0.        , ..., 0.        , 0.02661951,
        0.01540051], dtype=float32),
 array([0.00415362, 0.03602977, 0.00657823, ..., 0.00534054, 0.0486702 ,
        0.        ], dtype=float32),
 array([0.00827242, 0.03481306, 0.        , ..., 0.00202308, 0.05875309,
        0.0147406 ], dtype=float32),
 array([0.00267162, 0.01709372, 0.00667388, ..., 0.00107236, 0.00823782,
        0.02756194], dtype=float32),
 array([0.00316048, 0.06470996, 0.00304155, ..., 0.003391  , 0.01973697,
        0.00783789], dtype=float32),
 array([0.00423498, 0.04244759, 0.0050957 , ..., 0.00244476, 0.03192971,
        0.02002057], dtype=float32),
 array([0.00060853, 0.03637688, 0.00812367, ..., 0.00985696, 0.02763451,
        0.00617474], dtype=float32),
 array([0.00700878, 0.02031803, 0.        , ..., 0.00433302, 0.00628157,
        0.02892576], dtype=float32),
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        0.03398912], dtype=float32),
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        0.04277168], dtype=float32),
 array([0.        , 0.01121281, 0.00645714, ..., 0.00270847, 0.01182991,
        0.01171711], dtype=float32),
 array([0.00638166, 0.00232165, 0.        , ..., 0.        , 0.04291219,
        0.03932803], dtype=float32),
 array([0.00252409, 0.        , 0.00437378, ..., 0.00551694, 0.        ,
        0.00257869], dtype=float32),
 array([0.00458336, 0.00345549, 0.00428263, ..., 0.00773081, 0.        ,
        0.00671333], dtype=float32),
 array([0.00730725, 0.0127489 , 0.00761761, ..., 0.        , 0.0256296 ,
        0.03359584], dtype=float32),
 array([0.00364639, 0.01765523, 0.        , ..., 0.00295268, 0.01948638,
        0.03198824], dtype=float32),
 array([0.00511932, 0.01190017, 0.00692092, ..., 0.01221905, 0.00107746,
        0.00587591], dtype=float32),
 array([0.        , 0.00629325, 0.00938672, ..., 0.01825013, 0.        ,
        0.        ], dtype=float32),
 array([0.00138673, 0.00386521, 0.00714621, ..., 0.00724799, 0.01138887,
        0.04920045], dtype=float32),
 array([0.        , 0.00269903, 0.00663151, ..., 0.00272932, 0.00993169,
        0.02015868], dtype=float32),
 array([0.        , 0.00462019, 0.01128469, ..., 0.        , 0.01160182,
        0.05263656], dtype=float32),
 array([0.00393944, 0.00558713, 0.00173943, ..., 0.00160771, 0.        ,
        0.00475811], dtype=float32),
 array([0.00642548, 0.01409875, 0.00950093, ..., 0.        , 0.        ,
        0.00283691], dtype=float32),
 array([0.        , 0.00033376, 0.00712771, ..., 0.01041244, 0.        ,
        0.01831978], dtype=float32),
 array([0.00486257, 0.        , 0.00237962, ..., 0.01136643, 0.        ,
        0.00914377], dtype=float32),
 array([0.        , 0.00912994, 0.01363761, ..., 0.00589244, 0.        ,
        0.01433059], dtype=float32),
 array([0.        , 0.00087122, 0.01311218, ..., 0.00971356, 0.        ,
        0.00316691], dtype=float32),
 array([0.00414696, 0.00745158, 0.01158063, ..., 0.00931724, 0.        ,
        0.02293949], dtype=float32),
 array([0.        , 0.00540286, 0.01046749, ..., 0.01026864, 0.        ,
        0.0139896 ], dtype=float32),
 array([0.        , 0.01024564, 0.00966122, ..., 0.02189298, 0.04242573,
        0.02136325], dtype=float32),
 array([0.01943418, 0.00558332, 0.01279603, ..., 0.00598956, 0.00421607,
        0.01121187], dtype=float32),
 array([0.        , 0.00689624, 0.00736094, ..., 0.01039617, 0.0451285 ,
        0.01308575], dtype=float32),
 array([0.00410901, 0.00047433, 0.00178199, ..., 0.00464318, 0.        ,
        0.00463183], dtype=float32),
 array([0.00583324, 0.00192261, 0.00754646, ..., 0.00585086, 0.        ,
        0.00568447], dtype=float32),
 array([0.01084478, 0.00625544, 0.00876143, ..., 0.00208622, 0.        ,
        0.01882427], dtype=float32),
 array([0.00179727, 0.        , 0.00147291, ..., 0.00500381, 0.        ,
        0.01639257], dtype=float32),
 array([0.00044141, 0.        , 0.00516592, ..., 0.00638592, 0.        ,
        0.02395182], dtype=float32),
 array([0.        , 0.0103884 , 0.01234592, ..., 0.0035335 , 0.        ,
        0.01463704], dtype=float32),
 array([0.        , 0.00334116, 0.00411655, ..., 0.00281534, 0.01078397,
        0.00187313], dtype=float32),
 array([0.00255392, 0.01312907, 0.02113624, ..., 0.00533836, 0.01045172,
        0.01516647], dtype=float32),
 array([0.        , 0.00529072, 0.        , ..., 0.        , 0.        ,
        0.00405014], dtype=float32),
 array([0.        , 0.        , 0.00796175, ..., 0.00578187, 0.0048749 ,
        0.00402484], dtype=float32),
 array([0.        , 0.        , 0.        , ..., 0.00924097, 0.00789389,
        0.0075003 ], dtype=float32),
 array([0.        , 0.00545373, 0.00757887, ..., 0.01682967, 0.02358586,
        0.04341284], dtype=float32),
 array([0.00039459, 0.01920273, 0.0011226 , ..., 0.00272209, 0.03676817,
        0.02931534], dtype=float32),
 array([0.        , 0.00724692, 0.02031467, ..., 0.00051759, 0.        ,
        0.01414625], dtype=float32),
 array([0.00286978, 0.01396049, 0.        , ..., 0.        , 0.03309202,
        0.06950419], dtype=float32),
 array([0.        , 0.04039068, 0.        , ..., 0.        , 0.01082672,
        0.0402014 ], dtype=float32),
 array([0.        , 0.04001511, 0.001403  , ..., 0.00064457, 0.01321035,
        0.03462793], dtype=float32),
 array([0.00141468, 0.02778512, 0.        , ..., 0.        , 0.01746173,
        0.03321493], dtype=float32),
 array([0.00234984, 0.02825211, 0.        , ..., 0.        , 0.00848659,
        0.049355  ], dtype=float32),
 array([0.        , 0.04147848, 0.0046015 , ..., 0.        , 0.01655043,
        0.06837448], dtype=float32),
 array([0.00638284, 0.0416043 , 0.00050233, ..., 0.        , 0.00709334,
        0.05256574], dtype=float32),
 array([0.00264477, 0.06122676, 0.        , ..., 0.        , 0.0013073 ,
        0.05429959], dtype=float32),
 array([0.00018527, 0.04772319, 0.        , ..., 0.        , 0.01369024,
        0.03541344], dtype=float32),
 array([0.        , 0.03005632, 0.        , ..., 0.        , 0.00900214,
        0.03449338], dtype=float32),
 array([0.        , 0.07997506, 0.0050974 , ..., 0.        , 0.00804257,
        0.06050681], dtype=float32),
 array([0.00168814, 0.02286019, 0.00076353, ..., 0.00549177, 0.01006595,
        0.02916978], dtype=float32),
 array([0.00234626, 0.04819289, 0.00338475, ..., 0.01685938, 0.03560575,
        0.07406131], dtype=float32),
 array([0.        , 0.01185252, 0.00252247, ..., 0.01363728, 0.0107477 ,
        0.01375522], dtype=float32),
 array([0.01042972, 0.0250506 , 0.        , ..., 0.        , 0.01575791,
        0.03924119], dtype=float32),
 array([5.7763536e-03, 3.4284335e-02, 7.7449237e-03, ..., 1.2791767e-02,
        4.6598332e-05, 2.9350735e-02], dtype=float32),
 array([0.0120884 , 0.04818381, 0.        , ..., 0.        , 0.00627926,
        0.01828743], dtype=float32),
 array([0.00310806, 0.0663256 , 0.00949439, ..., 0.        , 0.00615911,
        0.00844813], dtype=float32),
 array([0.01053672, 0.08510385, 0.00545789, ..., 0.0016849 , 0.02207603,
        0.04887657], dtype=float32),
 array([0.00067965, 0.04701236, 0.00484477, ..., 0.        , 0.00440821,
        0.01819979], dtype=float32),
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        0.03450978], dtype=float32),
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        0.02892583], dtype=float32),
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        0.00536247], dtype=float32),
 array([0.        , 0.00909875, 0.01307374, ..., 0.03507963, 0.08058693,
        0.03203363], dtype=float32),
 array([0.        , 0.01455926, 0.        , ..., 0.00427579, 0.00999284,
        0.0127745 ], dtype=float32),
 array([0.0115189 , 0.0299673 , 0.0006115 , ..., 0.00550773, 0.02062345,
        0.0287858 ], dtype=float32),
 ...]

Save the features¶

  • using pickle we will save the features
  • wb-- write binary, rb-- read binary
In [16]:
pkl.dump(image_features, open('Image_features.pkl','wb'))
In [17]:
pkl.dump(filenames, open('filenames.pkl','wb'))
  • Now after dumping we need to load/open the saved pickle file
In [18]:
Image_features=pkl.load(open('Image_features.pkl','rb'))
In [19]:
filenames=pkl.load(open('filenames.pkl','rb'))
In [40]:
Image_features = np.array(Image_features, dtype=np.float16)
print(Image_features.shape)
(22000, 2048)
  • This image features will be containing the 2048 features for each 44441 images

Find the similar images¶

  • For this we will be using nearestneighbors algorithm
In [41]:
neighbors= NearestNeighbors(n_neighbors=6, algorithm='brute', metric='euclidean')
In [42]:
neighbors.fit(Image_features)
Out[42]:
NearestNeighbors(algorithm='brute', metric='euclidean', n_neighbors=6)
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
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NearestNeighbors(algorithm='brute', metric='euclidean', n_neighbors=6)
  • Here n=6 instead of 5 because the first image will be self image and then find the 5 similar image
  • Now we need a input image to find the next 5 similar image
In [23]:
input_image=extract_features_from_images('54656.jpg', model)
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
  • Now we need to find the similar image with nearest distance using the input features
In [24]:
input_image = np.array(input_image, dtype=np.float32)
neighbors._fit_X = neighbors._fit_X.astype(np.float32)  # Ensure the model data is float32

distance, indices = neighbors.kneighbors([input_image])
In [25]:
indices[0]
Out[25]:
array([13358,  8501, 13384, 20797, 13361, 20082], dtype=int64)
  • These are the 5 images which are related to input image
  • Print the input images
In [32]:
from IPython.display import Image
In [37]:
Image('54656.jpg')
Out[37]:
  • Now find the filenames for the above given indices and then pass it to the image
In [38]:
import matplotlib.pyplot as plt
import matplotlib.image as mpimg
In [39]:
def display_images(filenames, indices):
    plt.figure(figsize=(20, 5))  # Create a figure with a specific size

    # Loop through the first 5 recommended images
    for i in range(5):
        img_path = filenames[indices[0][i + 1]]  # Get the path of the recommended image
        img = mpimg.imread(img_path)  # Read the image
        
        # Add a subplot for each image
        plt.subplot(1, 5, i + 1)  # 1 row, 5 columns, position i+1
        plt.imshow(img)  # Display the image
        plt.axis('off')  # Turn off the axes
        plt.title(f"Recommendation {i + 1}")  # Add a title for each image

    plt.tight_layout()
    plt.show()  # Show all images

# Example Usage
display_images(filenames, indices)
  • These are the recommended images for the input image
In [ ]: